← The Index / ai
Scored by model · 3 samples, median · No human review
Rank 79 of 134 · clearer than 38% of the index, 57% of ai · Reviewed 2026-10-13
Agnost
agnost.ai
· ai
66
GRADE C
BAND 61–71
Ranked by what each change is worth on the composite — the gap to the next rung of the ladder times the dimension’s weight. Computed from the scores, not written by the model; the model’s sentence under each is the action.
Use a concrete product noun in the headline, e.g., 'AI agent monitoring platform' or 'AI agent failure monitoring'.
Replace with a plain product noun if possible to reduce abstraction.
Add a more explicit CTA that mirrors the clarified product outcome (e.g., Start monitoring AI agents now).
All three together: 66 → 76. Every dimension one rung up: 78 (grade B). Ceiling is 95.
Built only from facts already on the page — not the company’s words. Shown so the gap between what was written and what could have been written is concrete rather than a number.
Five alternative headlines in five angles, a subhead, a call-to-action line, and a line-by-line edit for each of the five dimensions — written only from facts already on agnost.ai, gated like a rating (anything with a struck word is dropped, not sold). Delivered on a private page in about a minute.
Five dimensions on one ladder — 5 · 20 · 35 · 50 · 65 · 80 · 95 — weighted clarity 30%, specificity 20%, jargon 20%, proof 15%, call to action 15%. For each: the rung the page matched, the words that drove it, and what would reach the next rung. Full rubric →
The page does not present a concrete product noun in the main headline; it states a function (“Monitoring for AI Agents”) rather than a clear, shopable category.
Agnost AI | Monitoring for AI Agents
Next rungUse a concrete product noun in the headline, e.g., 'AI agent monitoring platform' or 'AI agent failure monitoring'.
The page includes several numeric metrics (e.g., 4.5%, 126, 40,000 messages) tied to outcomes or activity, which are concrete, verifiable numbers.
4.5% of messages · 1,819 instances · Last 24 hours
Headline relies on generic terms ('Monitoring', 'AI Agents') with minimal product noun; contains some domain terms but not heavy jargon.
Monitoring for AI Agents
Next rungReplace with a plain product noun if possible to reduce abstraction.
There are numbers related to events and users affected, though not named customers.
126 traces · 98 customers affected
Next rungShow a named customer and a related metric.
There is a visible action 'Start Free', aligning with the general product claim, yielding a strong CTA.
Start Free
Next rungAdd a more explicit CTA that mirrors the clarified product outcome (e.g., Start monitoring AI agents now).
Agnost AI | Monitoring for AI AgentsShows the headline but lacks a concrete product noun.
4.5% of messages · 1,819 instances · Last 24 hoursNumbers attached to outcomes.
Agnost AI | Monitoring for AI Agents Skip to content Backed by Y Combinator Detect silent agent failures fast. Monitor your AI agents in production. Detect silent failures, find frustrated users, and apply suggested fixes with your approval. Start Free Google Lindy Orchid Corgi HOW AGNOST WORKS Every trace makes your agent better. Production conversation Trace #8F12 Agent All 12 projects will stay accessible. User The warning says nine projects will be archived. Agent All 12 projects will stay accessible. User Why does it say nine will be archived? You’re right. Only three projects stay active. Agnost AI Correction + frustration detected Flagged 01 Catch silent failures See when users correct your agent, ask again, or give up. No bug report needed. Incorrect downgrade guidance 4.5% of messages · 1,819 instances · Last 24 hours From affected conversations “Why does it say nine will be archived?” “The free plan only allows three projects.” “You said our projects wouldn’t be affected.” 126 body mismatches 1,819 · incorrect downgrade answers 40,000 · messages analyzed 4.5% · of messages 02 See which problems keep happening Agnost groups similar failures and shows how many users they affect. Your team knows where to start. # agent-alerts Slack Agnost AI APP 9:42 PM 4.5% of messages · 1,819 instances · last 24h Fix: Use plan limits to explain which projects get archived. View in Agnost Copy fix SLACK ALERT #agent-alerts pattern: 126 user corrections FIX Use the retrieved policy. St
Strongest: Specificity 95. Weakest: Clarity 50. The 3 passes agreed within 8 points. The band 61–71 is where a re-score of this unchanged page would most likely land: on 42 dry re-scores (12 Oct 2026) the median move was 6 points and one in four moved more than 10. A grade only changes when a new score clears the boundary by 5.
No word in the headline itself was judged empty, yet jargon-free scores 50: the scorer found generic phrasing further down the page. Headline relies on generic terms ('Monitoring', 'AI Agents') with minimal product noun; contains some domain terms but not heavy jargon.
Badges are issued to grades A and B. The share card for this page shows the headline with its jargon struck through; paste the URL anywhere that unfurls links.
Scored from the live homepage
on 2026-10-13 by gpt-5-nano,
3 independent passes, median taken.
Page snapshot 63b3e4087b88.
Rubric 7329c240 (current; what it says).
No person reviewed or edited this score. If the rubric and the score disagree, the rubric wins
and the page is re-scored — not hand-corrected.
Re-scored when the homepage text changes.